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  • Exploratory Data Analysis

Exploratory Data Analysis Courses

Exploratory Data Analysis courses can help you learn data visualization techniques, statistical summaries, and data cleaning methods. You can build skills in identifying patterns, detecting anomalies, and interpreting results to inform decision-making. Many courses introduce tools like Python, R, and Tableau, which facilitate the analysis and presentation of data insights, allowing you to effectively communicate findings and support data-driven strategies.


Popular Exploratory Data Analysis Courses and Certifications


  • Status: Free Trial
    Free Trial
    U

    University of Washington

    Data Science at Scale

    Skills you'll gain: Feature Engineering, Unsupervised Learning, Data Ethics, Statistical Visualization, Data Storytelling, Big Data, Relational Databases, Supervised Learning, Database Systems, Dataflow, Data Visualization Software, Databases, Data Science, Model Evaluation, Machine Learning Methods, R Programming, Data Analysis, Model Training, SQL, Python Programming

    4.2
    Rating, 4.2 out of 5 stars
    ·
    923 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Data Visualization Capstone

    Skills you'll gain: Data Visualization, Data Visualization Software, Statistical Visualization, Data Storytelling, Data Manipulation, Data Presentation, Dashboard Creation, Statistical Reporting, Data Wrangling, Dashboard, Data Cleansing, R Programming, Tidyverse (R Package), Data Preprocessing, Data Import/Export, Graphing

    5
    Rating, 5 out of 5 stars
    ·
    36 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDHEC Business School

    Introduction to Portfolio Construction and Analysis with Python

    Skills you'll gain: Investment Management, Portfolio Management, Portfolio Risk, Investments, Return On Investment, Asset Management, Risk Analysis, Financial Modeling, Risk Management, Financial Analysis, NumPy, Python Programming, Simulations, Pandas (Python Package), Matplotlib, Data Manipulation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.5K reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Intro to Analytic Thinking, Data Science, and Data Mining

    Skills you'll gain: Analytical Skills, Data Ethics, Data Mining, Data Science, Business Analytics, Big Data, Analytics, Descriptive Analytics, Data Analysis Software, Predictive Analytics, Small Data

    4.2
    Rating, 4.2 out of 5 stars
    ·
    157 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    M

    MathWorks

    Data Science Companion

    Skills you'll gain: Datamaps, Data Science, Spatial Data Analysis, Data Processing, Data Preprocessing, Machine Learning, Geographic Information Systems, Data Visualization, Data Analysis, Data Integration, Amazon Web Services, Cloud Computing, Matlab, Model Training, Data Cleansing, Regression Analysis, Classification Algorithms

    4.9
    Rating, 4.9 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Goodwill Industries International

    Client Intake, Assessments, Skill Analysis and Planning

    Skills you'll gain: Accountability, Recruitment, Client Services, Needs Assessment, Prospecting and Qualification, Gap Analysis, Goal Setting, Coaching, Recruitment Strategies, Community Outreach, Case Management, Critical Thinking, Overcoming Obstacles

    4.6
    Rating, 4.6 out of 5 stars
    ·
    83 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    Starweaver

    Business Analysis Mastery: Planning, Skills, and Perspective

    Skills you'll gain: Stakeholder Engagement, Business Analysis, Stakeholder Management, Business Systems Analysis, Business Intelligence, Business Analysis Tools, Business Process, Business Planning, Stakeholder Analysis, Business Process Modeling, Process Management, Stakeholder Communications, Business Process Management, Requirements Elicitation, Enterprise Architecture, Business Analytics, Drive Engagement, Planning, Governance, Adaptability

    4.7
    Rating, 4.7 out of 5 stars
    ·
    91 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Leverage HRIS Data

    Skills you'll gain: HR Tech, Human Resources Software, Data Entry, Human Resources, Oral Expression, Employee Coaching, Data Import/Export, Data Maintenance, Data Integrity, AI Personalization, Data Quality, AI Integrations, Business Reporting, Data Validation, Generative AI Agents, Report Writing

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Retrieve & Prep Data

    Skills you'll gain: Data Import/Export, Data Cleansing, Data Preprocessing, Data Analysis, Data Quality, Human Resources Information System (HRIS), Data Ethics, Data Validation, Microsoft Excel, Data Integrity, Verification And Validation, AI Workflows, Relational Databases, Project Documentation

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Data Warehouse Concepts, Design, and Data Integration

    Skills you'll gain: Data Warehousing, Database Design, Data Integration, Extract, Transform, Load, Data Modeling, Relational Databases, Data Architecture, Business Intelligence, SQL, Pivot Tables And Charts, PostgreSQL

    4.4
    Rating, 4.4 out of 5 stars
    ·
    1.1K reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Big Data - Capstone Project

    Skills you'll gain: Data Presentation, Data Mining, Data Processing, Big Data, Apache Spark, Splunk, Data Analysis, Unstructured Data, Data Storytelling, Analytics, Data Wrangling, Social Network Analysis, Network Analysis, Classification Algorithms

    4.4
    Rating, 4.4 out of 5 stars
    ·
    400 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    DeepLearning.AI

    TensorFlow: Data and Deployment

    Skills you'll gain: Model Deployment, Extract, Transform, Load, Federated Learning, Model Optimization, Data Pipelines, Image Analysis, Data Import/Export, Tensorflow, Transfer Learning, Convolutional Neural Networks, iOS Development, Apple iOS, Android Development, Data Preprocessing, Model Training, Data Processing, Computer Vision, Fine-tuning, Javascript, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.5K reviews

    Intermediate · Specialization · 3 - 6 Months

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In summary, here are 10 of our most popular exploratory data analysis courses

  • Data Science at Scale: University of Washington
  • Data Visualization Capstone: Johns Hopkins University
  • Introduction to Portfolio Construction and Analysis with Python: EDHEC Business School
  • Intro to Analytic Thinking, Data Science, and Data Mining: University of California, Irvine
  • Data Science Companion: MathWorks
  • Client Intake, Assessments, Skill Analysis and Planning: Goodwill Industries International
  • Business Analysis Mastery: Planning, Skills, and Perspective: Starweaver
  • Leverage HRIS Data: Coursera
  • Retrieve & Prep Data: Coursera
  • Data Warehouse Concepts, Design, and Data Integration: University of Colorado System

Skills you can learn in Probability And Statistics

R Programming (19)
Inference (16)
Linear Regression (12)
Statistical Analysis (12)
Statistical Inference (11)
Regression Analysis (10)
Biostatistics (9)
Bayesian (7)
Logistic Regression (7)
Probability Distribution (7)
Bayesian Statistics (6)
Medical Statistics (6)

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